# KCC-Krishi Qwen3-1.7B — Licensing and Attribution Notes

## License metadata

The Hugging Face model repository uses:

```yaml
license: other
```

This is intentional because the release is a derived model combining:

- the Qwen/Qwen3-1.7B base model;
- KCC-derived training evidence;
- KCC-Krishi fine-tuning;
- project-specific model packaging;
- project-specific runtime safety components;
- source and derived-data attribution requirements.

## Base model

This model is derived from:

```text
Qwen/Qwen3-1.7B
```

Users must review and comply with the base model license and attribution terms before using, modifying, or redistributing this derived model.

The base model license remains separate from the KCC-Krishi dataset and project-processing terms.

## Dataset attribution

The training evidence is derived from:

**Kisan Call Centre (KCC) Transcripts of Farmers Queries and Answers**

Open Government Data Platform India / Data.gov.in
Ministry of Agriculture and Farmers Welfare, Government of India
Accessed through AIKosh/Data.gov.in

The KCC-Krishi processing, translation, quality control, routing, fine-tuning, packaging, and runtime safeguards were created by:

```text
KCC-Krishi Project Team
URAV ADVANCED LEARNING SYSTEMS PRIVATE LIMITED
```

## Derived model terms

This model is provided for research, reproducibility, RAG, SFT, evaluation, and controlled offline-assistant prototyping.

Users must:

- preserve Qwen base-model attribution;
- preserve KCC source attribution;
- preserve KCC-Krishi attribution;
- retain this licensing note;
- comply with applicable source-data and model-license requirements;
- review current agricultural regulations and official guidance;
- use runtime safety and evidence-grounding components for deployment.

## Prohibited interpretation

This model must not be presented as:

- field-validated agronomic ground truth;
- an unrestricted agricultural authority;
- a replacement for agronomists;
- a current weather or market information source;
- a government-scheme status authority;
- an autonomous pesticide or fertilizer recommendation system;
- a substitute for product-label or local-agriculture-officer verification.

## Runtime requirement

The intended deployment includes:

```text
out-of-scope guard
→ current-information guard
→ regional RAG retrieval
→ Qwen model
→ agrochemical exactness guard
→ final safety validation
```

Deployment without these controls is outside the intended project design.

## No endorsement

No endorsement is implied by:

- the Government of India;
- Data.gov.in;
- AIKosh;
- the Ministry of Agriculture and Farmers Welfare;
- Kisan Call Centre;
- Qwen;
- Hugging Face;
- Microsoft Azure;
- URAV Advanced Learning Systems Private Limited.

## No warranty

The model is provided without a warranty that:

- every generated answer is correct;
- every source-derived recommendation is current;
- every product, formulation, unit, or dose is correct;
- every response is suitable for a particular crop or location;
- the model is safe for unattended field deployment;
- the model will not reproduce source-derived text.

## Safety notice

Pesticide, fertilizer, disease, weather, market, and government-scheme information must be independently checked against current official sources, current product labels, local regulations, and qualified agricultural advice.

## Legal notice

This document is not legal advice. Users are responsible for evaluating licensing, attribution, privacy, redistribution, safety, and regulatory obligations before using or distributing the model.